Abstract
Objective: To analyze the impact of Artificial Intelligence and algorithms for risk stratification in emergency rooms. Literature Review: Artificial Intelligence is a branch of computer science that aims to develop systems that simulate the human capacity to perceive a problem, identifying its components to solve problems, and then propose and/or make decisions based on them. In the field of medicine, this involves the use of computers that, by analyzing a large volume of data and following algorithms defined by experts in the field, are able to propose solutions to medical problems. Final considerations: There is a consensus regarding the effectiveness of technology in medicine and public health, since the complexity of modern medicine exceeds the inherent limitations of the human mind. Thus, AI has the ability to process data and generate responses for increasingly accurate risk stratification strategies by inducing improvement (self-learning) of its own algorithms.